
Product and Process Modelling
A Case Study Approach
Description
Key Features
- Product and process modelling; a wide range of case studies are covered
- Structural analysis of model systems; insights into structure and solvability
- Analysis of future developments; potential directions and significant research and development problems to be addressed
Readership
Table of Contents
Contributors
Preface
Part-I
Chapter 1. Modelling: Nature and Use
1.1 Modelling Fundamentals
1.2 Model Use and Decision Making
1.3 Multiscale, Multiform Nature of Product-Process Modelling
1.4 Summary
1.5 Glossary
References
Chapter 2. Modelling Practice
2.1 Modelling Methodologies
2.2 Summary
References
Chapter 3. Computer-Aided Modelling Methods and Tools
3.1 Mathematical Models
3.2 Methods-tools for Model Representation
3.3 Model Generation
3.4 Modelling Toolbox
3.5 Summary
References
Appendix: Application of ModDev
Part-II
Chapter 4. Overview of the Case Studies
Chapter 5. Constitutive Models
5.1 Constitutive Models – Physical Properties
5.2 Property Model Parameter Estimation
5.3 Constitutive Model Applications
References
Chapter 6. Steady-State Process Modelling
6.1 Process Descriptions
6.2 Model Description
References
Chapter 7. Models for Dynamic Applications
7.1 Complex Unit Operations: Blending Tank
7.2 Complex Integrated Operations: Direct Methanol Fuel Cell
7.3 Multiscale Fluidised Bed Reactor
7.4 Dynamic Chemical Reactor
7.5 Polymerisation Reactor
References
Chapter 8. Distributed Parameter Modelling Applications
8.1 Oil Shale Pre-Heat and Cooling Unit
8.2 Modelling the Dynamic Performance of a Complex Granulation System for MAP–DAP Production
8.3 Short-Path Evaporator Model
8.4 Acknowledgements
References
Chapter 9. Tennessee Eastman Plant-wide Industrial Process Challenge Problem
9.1 Process Description
9.2 Simplified Model
9.3 Full (Process) Model
References
Chapter 10. Modelling of Batch Process Operations
10.1 Modelling of a Batch Crystallisation Process
10.2 Modelling Batch Distillation Operations
Nomenclature (for section 10.1)
Appendix
References
Chapter 11. Parameter Estimation
11.1 Modelling of Simple Reaction Kinetics
11.2 Kinetic Modelling – Parameter Estimation (1)
11.3 Kinetic Modelling – Parameter Estimation (2)
11.4 Kinetic Modelling – Parameter Estimation (3)
11.5 Kinetic Modelling – Parameter Estimation with Maximum Likelihood Principle
11.6 Parameter Regression - Dynamic Optimisation
References
Chapter 12. Modelling for Bio-,Agro- and Pharma-Applications
12.1 Microcapsule-Controlled Release of Active Ingredients
12.2 Fermentation Process Modelling
12.3 Milk Pasteurisation Process Modelling
12.4 Milling Process Model
12.5 Granulation Process Model
12.6 Pharmaceutical Tablet Pressing Process Model
References
Part-III
Chapter 13. Computer Aided Modelling – Opportunities and Challenges
References
Appendix-1
A1-5: Models from Chapter 5
A1-6: Models from Chapter 6
A1-7: Models from Chapter 7
A1-8: Models from Chapter 8
A1-9: Models from Chapter 9
A1-10: Models from Chapter 10
A1.11 Parameter Estimation
Appendix-2. Model Library
References
Index
Acronyms
Product and Process Modelling: A Case Study Approach
Product details
- No. of pages: 548
- Language: English
- Copyright: © Elsevier 2011
- Published: July 13, 2011
- Imprint: Elsevier
- eBook ISBN: 9780080932316
- Hardcover ISBN: 9780444531612